Monday, October 21, 2019
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AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Despite constant advances and seemingly super-human performance on constrained domains, state-of-the-art models for NLP are imperfect. These imperfections, coupled with today's advances being driven by (seemingly black-box) neural models, leave researchers and practitioners scratching their heads asking, why did my model make this prediction? We present AllenNLP Interpret, a toolkit built on top of AllenNLP…